| Number of Variables | 24 |
|---|---|
| Number of Rows | 100000 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 61.9 MB |
| Average Row Size in Memory | 649.2 B |
| Variable Types |
|
| sales is skewed | Skewed |
|---|---|
| regular_price is skewed | Skewed |
| ratio is skewed | Skewed |
| rgb_g_main_col is skewed | Skewed |
| article_id_1 has a high cardinality: 477 distinct values | High Cardinality |
| article_id_1 has constant length 6 | Constant Length |
| promo_media_ads has constant length 1 | Constant Length |
| promo_store_event has constant length 1 | Constant Length |
| article_id_2 has constant length 6 | Constant Length |
| rgb_r_sec_col has constant length 3 | Constant Length |
| rgb_g_sec_col has constant length 3 | Constant Length |
|---|---|
| rgb_b_sec_col has constant length 3 | Constant Length |
| label has constant length 1 | Constant Length |
| rgb_b_main_col has 10000 (10.0%) zeros | Zeros |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7184540 |
| Mean | 6.8454 |
|---|---|
| Standard Deviation | 0.3615 |
| Median | 7 |
| Minimum | 6 |
| Maximum | 7 |
| 1st row | Germany |
|---|---|
| 2nd row | Germany |
| 3rd row | Germany |
| 4th row | Germany |
| 5th row | Germany |
| Count | 684540 |
|---|---|
| Lowercase Letter | 584540 |
| Space Separator | 0 |
| Uppercase Letter | 100000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 477 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7100000 |
| Mean | 6 |
|---|---|
| Standard Deviation | 0 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 6 |
| 1st row | YN8639 |
|---|---|
| 2nd row | YN8639 |
| 3rd row | YN8639 |
| 4th row | YN8639 |
| 5th row | YN8639 |
| Count | 200000 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 200000 |
| Dash Punctuation | 0 |
| Decimal Number | 400000 |
numerical
| Approximate Distinct Count | 476 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 56.7818 |
| Minimum | 1 |
| Maximum | 898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 10 |
| Median | 26 |
| Q3 | 64 |
| 95-th Percentile | 216 |
| Maximum | 898 |
| Range | 897 |
| IQR | 54 |
| Mean | 56.7818 |
|---|---|
| Standard Deviation | 87.9347 |
| Variance | 7732.5191 |
| Sum | 5.6782e+06 |
| Skewness | 3.8588 |
| Kurtosis | 20.6563 |
| Coefficient of Variation | 1.5486 |
numerical
| Approximate Distinct Count | 123 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 52.3912 |
| Minimum | 3.95 |
| Maximum | 197.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3.95 |
|---|---|
| 5-th Percentile | 6.95 |
| Q1 | 25.95 |
| Median | 40.95 |
| Q3 | 79.95 |
| 95-th Percentile | 120.95 |
| Maximum | 197.95 |
| Range | 194 |
| IQR | 54 |
| Mean | 52.3912 |
|---|---|
| Standard Deviation | 35.2721 |
| Variance | 1244.123 |
| Sum | 5.2391e+06 |
| Skewness | 0.9037 |
| Kurtosis | 0.3223 |
| Coefficient of Variation | 0.6732 |
numerical
| Approximate Distinct Count | 141 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 28.2908 |
| Minimum | 1.95 |
| Maximum | 195.95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.95 |
|---|---|
| 5-th Percentile | 3.95 |
| Q1 | 11.95 |
| Median | 20.95 |
| Q3 | 37.95 |
| 95-th Percentile | 74.95 |
| Maximum | 195.95 |
| Range | 194 |
| IQR | 26 |
| Mean | 28.2908 |
|---|---|
| Standard Deviation | 22.5783 |
| Variance | 509.7816 |
| Sum | 2.8291e+06 |
| Skewness | 1.5475 |
| Kurtosis | 2.9166 |
| Coefficient of Variation | 0.7981 |
numerical
| Approximate Distinct Count | 2722 |
|---|---|
| Approximate Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 0.5456 |
| Minimum | 0.2965 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2965 |
|---|---|
| 5-th Percentile | 0.3028 |
| Q1 | 0.3548 |
| Median | 0.525 |
| Q3 | 0.6992 |
| 95-th Percentile | 0.8887 |
| Maximum | 1 |
| Range | 0.7035 |
| IQR | 0.3444 |
| Mean | 0.5456 |
|---|---|
| Standard Deviation | 0.1944 |
| Variance | 0.03778 |
| Sum | 54564.5863 |
| Skewness | 0.3978 |
| Kurtosis | -0.9114 |
| Coefficient of Variation | 0.3562 |
datetime
| Distinct Count | 123.1156 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 800128 |
| Minimum | 2014-12-28 00:00:00 |
| Maximum | 2017-04-30 00:00:00 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6600000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 100000 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6600000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 100000 |
numerical
| Approximate Distinct Count | 4549 |
|---|---|
| Approximate Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 2721.7265 |
| Minimum | 1 |
| Maximum | 5999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 203 |
| Q1 | 1017 |
| Median | 2091 |
| Q3 | 4570.25 |
| 95-th Percentile | 5721.05 |
| Maximum | 5999 |
| Range | 5998 |
| IQR | 3553.25 |
| Mean | 2721.7265 |
|---|---|
| Standard Deviation | 1908.0855 |
| Variance | 3.6408e+06 |
| Sum | 2.7217e+08 |
| Skewness | 0.2438 |
| Kurtosis | -1.4331 |
| Coefficient of Variation | 0.7011 |
categorical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7100000 |
| Mean | 6 |
|---|---|
| Standard Deviation | 0 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 6 |
| 1st row | OC6355 |
|---|---|
| 2nd row | AP5568 |
| 3rd row | CB8861 |
| 4th row | LI3529 |
| 5th row | GG8661 |
| Count | 200000 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 200000 |
| Dash Punctuation | 0 |
| Decimal Number | 400000 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7370000 |
| Mean | 8.7 |
|---|---|
| Standard Deviation | 5.917 |
| Median | 5 |
| Minimum | 5 |
| Maximum | 20 |
| 1st row | SHOES |
|---|---|
| 2nd row | SHORTS |
| 3rd row | HARDWARE ACCESSORI... |
| 4th row | SHOES |
| 5th row | SHOES |
| Count | 850000 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 20000 |
| Uppercase Letter | 850000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7420000 |
| Mean | 9.2 |
|---|---|
| Standard Deviation | 3.8936 |
| Median | 8 |
| Minimum | 4 |
| Maximum | 16 |
| 1st row | TRAINING |
|---|---|
| 2nd row | TRAINING |
| 3rd row | GOLF |
| 4th row | RUNNING |
| 5th row | RELAX CASUAL |
| Count | 890000 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 30000 |
| Uppercase Letter | 890000 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 6.517 |
| Minimum | 1.29 |
| Maximum | 13.29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1.29 |
|---|---|
| 5-th Percentile | 1.29 |
| Q1 | 2.29 |
| Median | 6.95 |
| Q3 | 9.6 |
| 95-th Percentile | 13.29 |
| Maximum | 13.29 |
| Range | 12 |
| IQR | 7.31 |
| Mean | 6.517 |
|---|---|
| Standard Deviation | 3.9147 |
| Variance | 15.3251 |
| Sum | 651700 |
| Skewness | 0.09935 |
| Kurtosis | -1.2873 |
| Coefficient of Variation | 0.6007 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 7050000 |
| Mean | 5.5 |
|---|---|
| Standard Deviation | 1.5 |
| Median | 5.5 |
| Minimum | 4 |
| Maximum | 7 |
| 1st row | slim |
|---|---|
| 2nd row | regular |
| 3rd row | regular |
| 4th row | regular |
| 5th row | regular |
| Count | 550000 |
|---|---|
| Lowercase Letter | 550000 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 8320000 |
| Mean | 18.2 |
|---|---|
| Standard Deviation | 2.4 |
| Median | 19 |
| Minimum | 11 |
| Maximum | 19 |
| 1st row | xxs,xs,s,m,l,xl,xx... |
|---|---|
| 2nd row | xxs,xs,s,m,l,xl,xx... |
| 3rd row | xxs,xs,s,m,l,xl,xx... |
| 4th row | xxs,xs,s,m,l,xl,xx... |
| 5th row | xxs,xs,s,m,l,xl,xx... |
| Count | 1240000 |
|---|---|
| Lowercase Letter | 1240000 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6980000 |
| Mean | 4.8 |
|---|---|
| Standard Deviation | 0.7483 |
| Median | 5 |
| Minimum | 3 |
| Maximum | 6 |
| 1st row | women |
|---|---|
| 2nd row | women |
| 3rd row | women |
| 4th row | kids |
| 5th row | women |
| Count | 480000 |
|---|---|
| Lowercase Letter | 480000 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6790000 |
| Mean | 2.9 |
|---|---|
| Standard Deviation | 0.3 |
| Median | 3 |
| Minimum | 2 |
| Maximum | 3 |
| 1st row | 205 |
|---|---|
| 2nd row | 188 |
| 3rd row | 205 |
| 4th row | 205 |
| 5th row | 138 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 290000 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 139.6 |
| Minimum | 26 |
| Maximum | 238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 26 |
|---|---|
| 5-th Percentile | 26 |
| Q1 | 104 |
| Median | 144 |
| Q3 | 181 |
| 95-th Percentile | 238 |
| Maximum | 238 |
| Range | 212 |
| IQR | 77 |
| Mean | 139.6 |
|---|---|
| Standard Deviation | 63.6418 |
| Variance | 4050.2805 |
| Sum | 1.396e+07 |
| Skewness | -0.4105 |
| Kurtosis | -0.7287 |
| Coefficient of Variation | 0.4559 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 1600000 |
| Mean | 133.5 |
| Minimum | 0 |
| Maximum | 250 |
| Zeros | 10000 |
| Zeros (%) | 10.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 57 |
| Median | 143 |
| Q3 | 205 |
| 95-th Percentile | 250 |
| Maximum | 250 |
| Range | 250 |
| IQR | 148 |
| Mean | 133.5 |
|---|---|
| Standard Deviation | 81.1487 |
| Variance | 6585.1159 |
| Sum | 1.335e+07 |
| Skewness | -0.2331 |
| Kurtosis | -1.213 |
| Coefficient of Variation | 0.6079 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6800000 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 255 |
|---|---|
| 2nd row | 255 |
| 3rd row | 255 |
| 4th row | 164 |
| 5th row | 164 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 300000 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6800000 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 187 |
|---|---|
| 2nd row | 187 |
| 3rd row | 187 |
| 4th row | 211 |
| 5th row | 211 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 300000 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6800000 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 255 |
|---|---|
| 2nd row | 255 |
| 3rd row | 255 |
| 4th row | 238 |
| 5th row | 238 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 300000 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6600000 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 100000 |